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wechat-fastest-growing SKILL.md skillA

wechat-fastest-growing from redfox-data/redfox-community-dsh is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

mdr add redfox-data/redfox-community-dsh/wechat-fastest-growing@v1.0.0

Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.

Audit grade: A, 17 of 17 checks passed
Kind: SKILL.md skill
Repository: redfox-data/redfox-community-dsh
Path: skills/wechat-fastest-growing/SKILL.md
Versions recorded: 2
Latest version: v1.0.0, committed Sep 18, 2026
First version recorded: Aug 17, 2026
Size: 12,639 bytes
Repository stars: 10
License: MIT

每日账号推荐速览直接对接官方最具“黑马体质”的阅读增长榜单，按日期查看公众号阅读增长率TOP榜。每个作者只展示最高阅读那篇，标题做成可点击链接，一秒直达原文。.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# 公众号阅读增长榜

## 简介

公众号阅读增长榜是一款面向内容运营与新媒体研究的**阅读增长率排行**查询工具，通过脚本拉取官方榜单数据，帮助用户快速发现近期阅读量增速快的公众号与代表作。

通过本 Skill，你可以：

- 📊 **同作者爆文 vs 最低阅读文对比**：针对同一个账号，对比其“爆文”和“最低阅读文”在选题、标题、切入点上的差异。直接告诉你可以复制的具体打法。
- 📈 **高增长账号类型分析**：分析近期高增长账号的赛道分布和共同策略，判断当下真实流量风向，并给出哪些能迁移到其他平台的建议。

适用于公众号运营找高增长对标、编辑选题复盘、研究者观察赛道热度等角色。

## 功能特性

### 🎯 核心功能

- **📊 增长率榜单**：按日期查询公众号阅读增长率排行数据（脚本输出 Markdown 表格）
- **🔗 可点击标题**：表格中标题已为原文链接，便于跳转核对
- **📌 指标说明**：榜单含「综合评分指数」等字段；公式与加权定义见 [references/core_workflow.md](references/core_workflow.md)
- **📈 增长分析**：基于**同一份脚本输出**完成三点输出（爆文表、作品类型表、300–500 字总结），字段与条数上限以核心流程为准

### ✨ 特色亮点

- **⏰ 日期语义**：支持口语化「最新/昨天」与指定日；`rankDate` 支持 `"yesterday"`、`"today"`、`"YYYY-MM-DD"`（映射与默认规则见核心流程）
- **🔒 数据真实性**：强制走 `scripts/fetch_growth_rank.py`；**脚本 stdout 须原样展示**，不得改写或重排表格
- **📅 查询窗口**：仅支持**最近 30 天内**的 `rankDate`；查最新时若昨日无数据会**自动向前追溯**（逐天查询，找到即停，见核心流程）

## 一键安装

### 前置条件

- Python 3.8 及以上版本
- `requests` 库：`pip install requests`
- 红狐Hub API Key，格式 `ak_xxxxxxxx`

### 安装方式

#### SkillHub

1. 前往 [SkillHub](https://skillhub.cn)
2. 搜索 **wechat-fastest-growing** 或 **公众号阅读增长榜**
3. 按平台指引完成安装（支持对话安装或本地 Zip 导入）

#### ClawHub

1. 前往 [ClawHub](https://clawhub.ai)
2. 搜索 **wechat-fastest-growing** 或 **公众号阅读增长榜**
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add redfox-data/redfox-community-dsh/wechat-fastest-growing@sha256:f2e6c733ce57d6ca

The line at the top of this page pins the label v1.0.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

[![mdr](https://markdownregistry.com/badge/art_i3akrmuph6dtcy7a.svg)](https://markdownregistry.com/a/art_i3akrmuph6dtcy7a)

4 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 2 versions of this file, between Aug 17, 2026 and Sep 18, 2026, about one every 32 days.

version	committed	commit	size	audit
v1.0.0 latest	2026-09-18	1ccad8a	12,639 B	A	view · diff
v1.0.0	2026-08-17	17b8940	12,651 B	A	view

Audit of the latest version

A 17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.

pass: Frontmatter block present
pass: Frontmatter declares a name
pass: Frontmatter declares a description
pass: Size between 200 bytes and 200 KB (12639 bytes)
pass: No zero-width or bidi control characters
pass: No instruction hidden inside an HTML comment
pass: No link to an exfiltration or paste host
pass: No credential-shaped string
pass: No instruction to send local credentials anywhere
pass: No text hidden with inline styles
pass: No prompt-injection phrasing
pass: No curl or wget piped into a shell
pass: No recursive delete of root, home or parent
pass: No instruction to read or print local credentials
pass: No base64 blob over 200 characters
pass: No link to a raw IP address
pass: No script tag

Source

GitHub

redfox-data/redfox-community-dsh · 10 stars · license MIT · pushed 2026-11-06 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_i3akrmuph6dtcy7a
GET https://markdownregistry.com/api/v1/resolve?ref=redfox-data/redfox-community-dsh/wechat-fastest-growing
GET https://markdownregistry.com/api/v1/blob/f2e6c733ce57d6cab5c8057ef0e094f70739f406a13f71141d66a96b27cd7200

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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